POSTER:Enabling Extreme-Scale Phase Field Simulation with In-situ Feature Extraction

被引：0

作者：

Feng, Zhichen ^{[1
,2
]}

Li, Jialin ^{[1
,2
]}

Gao, Yaqian ^{[1
,2
]}

Tian, Shaobo ^{[1
,2
]}

Ye, Huang ^{[1
]}

Zhang, Jian ^{[1
]}

机构：

[1] Chinese Acad Sci, Comp Network Informat Ctr, Beijing, Peoples R China

[2] Univ Chinese Acad Sci, Beijing, Peoples R China

来源：

PROCEEDINGS OF THE 29TH ACM SIGPLAN ANNUAL SYMPOSIUM ON PRINCIPLES AND PRACTICE OF PARALLEL PROGRAMMING, PPOPP 2024 | 2024年

关键词：

Extreme-scale simulation; Phase field; In-situ; feature extraction;

D O I：

10.1145/3627535.3638486

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

In this paper, we present an integrated framework composed of a highly efficient phase field simulator and an in-situ feature extraction library. This novel framework enables us to conduct extreme-scale micro-structure evolution simulations while the characteristic features of each individual grain are extracted on the fly. After systematic design and optimization on the new generation Sunway supercomputer, the code scales up to 39 million cores and achieves 582 PFlops in double precision and 637 POps in mixed precision.

引用

页码：448 / 450

页数：3

共 50 条

[41] High-Performance Surface Integral Equation Solvers Towards Extreme-Scale Electromagnetic Modeling and Simulation
Peng, Zhen
MacKie-Mason, Brian
2016 IEEE/ACES INTERNATIONAL CONFERENCE ON WIRELESS INFORMATION TECHNOLOGY AND SYSTEMS (ICWITS) AND APPLIED COMPUTATIONAL ELECTROMAGNETICS (ACES), 2016,
[42] In-situ determination of field-scale NAPL mass transfer coefficients: Performance, simulation and analysis
Mobile, Michael
Widdowson, Mark
Stewart, Lloyd
Nyman, Jennifer
Deeb, Rula
Kavanaugh, Michael
Mercer, James
Gallagher, Daniel
JOURNAL OF CONTAMINANT HYDROLOGY, 2016, 187 : 31 - 46
[43] Leveraging Machine Learning for Anticipatory Data Delivery in Extreme Scale In-situ Workflows
Subedi, Pradeep
Davis, Philip E.
Parashar, Manish
2019 IEEE INTERNATIONAL CONFERENCE ON CLUSTER COMPUTING (CLUSTER), 2019, : 149 - 159
[44] On the in-situ aeration of landfills at laboratory and field scale – project “Heferlbach”
Brandstätter C.
Fellner J.
Prantl R.
Österreichische Wasser- und Abfallwirtschaft, 2016, 68 (9-10) : 428 - 434
[45] Kinetics of the peritectic phase transformation:: In-situ measurements and phase field modeling
Phelan, D
Reid, M
Dippenaar, R
METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE, 2006, 37A (3A): : 985 - 994
[46] Kinetics of the peritectic phase transformation: In-situ measurements and phase field modeling
Dominic Phelan
Mark Reid
Rian Dippenaar
Metallurgical and Materials Transactions A, 2006, 37 : 985 - 994
[47] FIELD SCALE IN-SITU COMBUSTION SIMULATOR WITH CHANNELING CONSIDERATIONS.
Ito, Yoshiaki
SPE Reservoir Engineering (Society of Petroleum Engineers), 1988, 3 (02): : 419 - 430
[48] Measuring and Understanding Extreme-Scale Application Resilience: A Field Study of 5,000,000 HPC Application Runs
Di Martino, Catello
Kalbarczyk, Zbigniew
Kramer, William
Iyer, Ravishankar
2015 45TH ANNUAL IEEE/IFIP INTERNATIONAL CONFERENCE ON DEPENDABLE SYSTEMS AND NETWORKS, 2015, : 25 - 36
[49] Gravo-aeroelastically-scaled demonstrator field tests to represent blade response of a flexible extreme-scale downwind turbine
Kaminski, Meghan
Simpson, Juliet
Loth, Eric
Fingersh, Lee Jay
Scholbrock, Andy
Johnson, Nick
Johnson, Kathryn
Pao, Lucy
Griffith, Todd
RENEWABLE ENERGY, 2023, 218
[50] PILOT-SCALE STUDY OF IN-SITU STEAM EXTRACTION FOR THE RECOVERY OF DENSE NONAQUEOUS PHASE LIQUIDS FROM THE VADOSE ZONE
TEKRONY, MC
VENKATARAMANI, ES
AHLERT, RC
JOURNAL OF ENVIRONMENTAL SCIENCE AND HEALTH PART A-ENVIRONMENTAL SCIENCE AND ENGINEERING & TOXIC AND HAZARDOUS SUBSTANCE CONTROL, 1995, 30 (04): : 857 - 873

← 1 2 3 4 5 →